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Disaster Image Classification by Fusing Multimodal Social Media Data
8 references·7 citing·46 second hop
Disaster Image Classification by Fusing Multimodal Social Media Data (2021)Disaster Image Classification by Fusing M…FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media (2020)FakeNewsNet: A Data Repositor…Natural disasters detection in social media and satellite imagery: a survey (2019)Natural disasters detection i…Processing Social Media Messages in Mass Emergency (2018)Processing Social Media Messa…CrisisMMD: Multimodal Twitter Datasets from Natural Disasters (2018)CrisisMMD: Multimodal Twitter…The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices (2016)The impact of microblogging d…A Weibo-based approach to disaster informatics: incidents monitor in post-disaster situation via Weibo text negative sentiment analysis (2016)A Weibo-based approach to dis…Enquiring Minds (2015)Enquiring MindsTwitter under crisis (2010)Twitter under crisisUtilizing LLMs and ML Algorithms in Disaster-Related Social Media Content (2025)Utilizing LLMs and ML Algorit…Classification and severity assessment of disaster losses based on multi-modal information in social media (2025)Classification and severity a…Artificial Intelligence in Disaster Management (2025)Artificial Intelligence in Di…Enhancing Public Safety During Natural Disasters Using Multimodal Deep Learning Based Analysis of Crowd-Sourced Tweets (2024)Enhancing Public Safety Durin…Natural Disaster Tweets Classification Using Multimodal Data (2023)Natural Disaster Tweets Class…A Spatial Information Extraction Method Based on Multi-Modal Social Media Data: A Case Study on Urban Inundation (2023)A Spatial Information Extract…Artificial neural network approaches for disaster management: A literature review (2022)Artificial neural network app…Information credibility on twitter (2011)Prominent Features of Rumor Propagation in Online Social Media (2013)Novel Visual and Statistical Image Features for Microblogs News Verification (2016)A Convolutional Approach for Misinformation Identification (2017)Combating Fake News (2019)Citizen communications in crisis (2007)Twitter adoption and use in mass convergence and emergency events (2009)Microblogging during two natural hazards events (2010)Rumor has it: Identifying Misinformation in Microblogs (2011)Automatic detection of rumor on Sina Weibo (2012)Detection and Resolution of Rumours in Social Media (2018)Noise Trader Risk in Financial Markets (1990)Investor Sentiment and the Cross‐Section of Stock Returns (2006)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Natural language based financial forecasting: a survey (2017)Predicting short-term stock prices using ensemble methods and online data sources (2018)Portfolio optimization with return prediction using deep learning and machine learning (2020)Processing Social Media Messages in Mass Emergency (2015)Exploring the usefulness and feasibility of software requirements for social media use in emergency management (2019)Crisis Informatics in the Context of Social Media Crisis Communication: Theoretical Models, Taxonomy, and Open Issues (2020)Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media (2020)Social media and disasters: a functional framework for social media use in disaster planning, response, and research (2014)Social media for intelligent public information and warning in disasters: An interdisciplinary review (2019)A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters (2020)Using AI and Social Media Multimodal Content for Disaster Response and Management: Opportunities, Challenges, and Future Directions (2020)Induced ordered weighted averaging operators (1999)Users of the world, unite! The challenges and opportunities of Social Media (2009)World Development indicators (2015)Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response (2020)A Survey of Emergencies Management Systems in Smart Cities (2022)ContCommRTD: A Distributed Content-Based Misinformation-Aware Community Detection System for Real-Time Disaster Reporting (2024)"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection (2017)Fake News Detection on Social Media (2017)The spread of true and false news online (2018)A survey on fake news and rumour detection techniques (2019)FakeBERT: Fake news detection in social media with a BERT-based deep learning approach (2021)Fake news, disinformation and misinformation in social media: a review (2023)Spatial Modeling in GIS and R for Earth and Environmental Sciences (2019)Applications of artificial intelligence for disaster management (2020)Machine Learning in Disaster Management: Recent Developments in Methods and Applications (2022)A Twitter Tale of Three Hurricanes: Harvey, Irma, and Maria (2018)Damage Identification in Social Media Posts using Multimodal Deep Learning. (2018)Leveraging VOSviewer approach for mapping, visualisation, and interpretation of crisis data for disaster management and decision-making (2024)Disaster management 2.0: A real-time disaster damage assessment model based on mobile social media data—A case study of Weibo (Chinese Twitter) (2019)Social Media Use in Emergency Response to Natural Disasters: A Systematic Review With a Public Health Perspective (2020)Social media information sharing for natural disaster response (2021)
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References

  • 2020FakeNewsNet: A Data Repository with News Content, Social Context, and Spatiotemporal Information for Studying Fake News on Social Media1,163 cited
  • 2010Twitter under crisis954 cited
  • 2015Enquiring Minds583 cited
  • 2016The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices399 cited
  • 2018CrisisMMD: Multimodal Twitter Datasets from Natural Disasters389 cited
  • 2019Natural disasters detection in social media and satellite imagery: a survey125 cited
  • 2016A Weibo-based approach to disaster informatics: incidents monitor in post-disaster situation via Weibo text negative sentiment analysis92 cited
  • 2018Processing Social Media Messages in Mass Emergency76 cited

Cited by

  • 2022Artificial neural network approaches for disaster management: A literature review116 cited
  • 2023Natural Disaster Tweets Classification Using Multimodal Data18 cited
  • 2025Utilizing LLMs and ML Algorithms in Disaster-Related Social Media Content16 cited
  • 2025Classification and severity assessment of disaster losses based on multi-modal information in social media14 cited
  • 2024Enhancing Public Safety During Natural Disasters Using Multimodal Deep Learning Based Analysis of Crowd-Sourced Tweets8 cited
  • 2023

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A Spatial Information Extraction Method Based on Multi-Modal Social Media Data: A Case Study on Urban Inundation
6 cited
  • 2025Artificial Intelligence in Disaster Management5 cited